Struct burn_core::nn::gru::GruConfig

pub struct GruConfig {
    pub d_input: usize,
    pub d_hidden: usize,
    pub bias: bool,
    pub initializer: Initializer,
}

The configuration for a gru module.

Fields

d_input: usize

The size of the input features.

d_hidden: usize

The size of the hidden state.

bias: bool

If a bias should be applied during the Gru transformation.

initializer: Initializer

Gru initializer

Implementations

impl GruConfig

pub fn new(d_input: usize, d_hidden: usize, bias: bool) -> Self

Create a new instance of the config.

impl GruConfig

pub fn with_initializer(self, initializer: Initializer) -> Self

Gru initializer

impl GruConfig

pub fn init<B: Backend>(&self) -> Gru<B>

Initialize a new gru module.

pub fn init_with<B: Backend>(self, record: GruRecord<B>) -> Gru<B>

Initialize a new gru module.

Trait Implementations

impl Clone for GruConfig

fn clone(&self) -> Self

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Config for GruConfig

fn save<P: AsRef<Path>>(&self, file: P) -> Result<()>

Saves the configuration to a file.

fn load<P: AsRef<Path>>(file: P) -> Result<Self, ConfigError>

Loads the configuration from a file.

fn load_binary(data: &[u8]) -> Result<Self, ConfigError>

Loads the configuration from a binary buffer.

impl<'de> Deserialize<'de> for GruConfig

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for GruConfig

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Serialize for GruConfig

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>where S: Serializer,

Serialize this value into the given Serde serializer.